Full Stack Big Data Analytics

JIGSAW ACADEMY

Application Deadline - 31 Dec 2017

51920 To The Organizer

Online

This Big Data program covers both the Data Engineering and Big Data Analytics process involved in storing, processing and managing Big Data - both structured an unstructured data, as well as the data analytics layer on top of Big Data systems, using both more traditional predictive models by connecting an analytics tool like R to Big Data Systems, as well as advanced ML algorithms on Big Data using Spark.

1. Program duration:24 weeks

2. Students study at the rate of10 hours/week

3. Access duration is 15 months

MODULES INCLUDED

Parallel Processing Systems

• Introduction to Big data

• Hadoop and HDFS

Data Pre and Post Processing for Integration

• MapReduce

• Map Reduce Advanced

• Pig

• Hive

• Programming in Hive

Automating work-flow through Data Pipelining

• Data Extraction Tool

• Cloudera Distributions HUE & Impala

Big Data Analytics and Visualization

• Hbase and Oozie

• NoSQL

Big Data Machine Learning

• Introduction to Analytics & Analytics Methodology

• Data Analysis &Preprocessing with R programming

Big Data Analytics with R

• Integrating R and Hadoop

• Exploratory Data Analysis

• Big Data Visualization

• Text Analytics & Social Media Case Study

Big Data Capstone

• Big Data Capstone

Machine Learning with Spark

• Introduction to Machine Learning

• Regression Algorithms

• Classifiers: Bayesian and kNN

• Tree Based Algorithms

• SVM and Improving Performance

• Introduction to Spark

• Internals of Spark

• Set-Up and Getting Started

• Spark Architecture

• Spark Components

• Spark R

• Spark Mllib

• Spark Case Studies

Advanced NoSql DBs

• Introduction to Cassandra

• Architecture of Cassandra

• Installation and Configuration of Cassandra

• Copy Bulk Data and Batch Statements

• Interfaces to Apache Cassandra

• Advanced Architecture

• Indexing and Aggregation

• Replication and Sharding

• Cluster Administration

• Introduction to big data and Real Time big data processing

• Introduction to STORM

• Storm Installation and configuration

• Storm advanced concepts

• Storm Interfaces

• Storm Trident

Salary Range :

India – Rs 7 to 12 lakhs at entry level

Global – $75,000 to $140,000

What does a Big Data Analyst do?

Manage and analyze large data sets i.e. Big Data

Growth curve:

Big Data Specialist – Become an expert at dealing with unstructured data